{"id":"W3121237322","doi":"10.1002/cam4.3715","title":"Factors associated with cognitive impairment during the first year of treatment for nonmetastatic breast cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Beatrice Hunter Cancer Research Institute; Canadian Centre for Applied Research in Cancer Control; Cancer Research Institute","keywords":"Cognitive impairment; Breast cancer; Medicine; Cognition; Oncology; Cancer; Internal medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073401,0.0003167355,0.0007442936,0.00008144593,0.0002020432,0.000005374863,0.00005558339,0.00005569115,0.0008644516],"category_scores_gemma":[0.0001579845,0.0001652677,0.0001368327,0.0004495707,0.0004015358,0.00004435148,0.00003141056,0.0001370251,0.000001104874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364705,"about_ca_system_score_gemma":0.00053807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003909847,"about_ca_topic_score_gemma":0.001622854,"domain_scores_codex":[0.9984859,0.00003738466,0.000355002,0.000366167,0.0003681986,0.0003873886],"domain_scores_gemma":[0.9981989,0.0004458267,0.0002652394,0.0001937545,0.0007658415,0.0001303844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003823101,0.000991976,0.9621131,0.0009816269,0.01144017,0.00006681232,0.01130678,0.0001093083,0.001040577,0.00002089024,0.003572957,0.004532723],"study_design_scores_gemma":[0.02104161,0.0023775,0.949744,0.005564244,0.003911952,0.00002071777,0.009435902,0.00004449972,0.006685183,0.000009700126,0.0009440681,0.0002206651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841758,0.003231771,0.00005981615,0.009104976,0.0003327401,0.001690901,0.001021296,0.00004368615,0.0003390043],"genre_scores_gemma":[0.9941763,0.001640311,0.000007447858,0.0004921131,0.0003356368,0.0009811051,0.0001085941,0.00004960326,0.002208944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721851,"threshold_uncertainty_score":0.9465139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074465804819052,"score_gpt":0.3193136912858437,"score_spread":0.2785690332376532,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}